Facial Anonymization on FFHQ (test)
14.152Re-ID Score (AdaFace)FAMS
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FAMS2025.03 | 14.152 | — | — | — | — | 11.215 | — | 5.57 | 8.823 | 0.176 | 0.047 | |
| FAMS2025.12 | 13.912 | 24.111 | 0.8847 | 0.176 | 0.049 | 11.381 | 0.808 | — | — | — | — | |
| LDFA2025.12 | 11.369 | 21 | 1.0392 | 0.346 | 0.114 | 10.39 | 0.857 | — | — | — | — | |
| LDFA2025.03 | 11.152 | — | — | — | — | 9.946 | — | 4.925 | 10.387 | 0.353 | 0.113 | |
| Reverse PersonalizationBackbone=SDXL [65], IP-Adapter scale=1.0, CFG scale=-10.02025.12 | 2.029 | 4.8 | 0.9353 | 0.177 | 0.052 | 8.651 | 0.921 | — | — | — | — | |
| DP22025.12 | 1.927 | 6.644 | 1.0141 | 0.295 | 0.163 | 18.809 | 0.629 | — | — | — | — | |
| DP22025.03 | 1.881 | — | — | — | — | 18.632 | — | 1.186 | 10.183 | 0.299 | 0.163 | |
| RiDDLE2025.12 | 0.512 | 2.044 | 1.0049 | 0.214 | 0.08 | 65.141 | 0.674 | — | — | — | — | |
| RiDDLE2025.03 | 0.51 | — | — | — | — | 69.259 | — | 0.042 | 10.038 | 0.215 | 0.081 | |
| NullFace2025.12 | 0.358 | 0.844 | 0.9856 | 0.187 | 0.058 | 8.932 | 0.796 | — | — | — | — | |
| NullFaceTskip=70, lambda_id=1.02025.03 | 0.343 | — | — | — | — | 8.779 | — | 0.383 | 9.852 | 0.186 | 0.056 |